Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus responsible for COVID-19, remains a major global health threat. The virus enters host cells by binding to the angiotensin-converting enzyme 2 (ACE2) receptor. Several small-molecule antiviral drugs, including molnupiravir, favipiravir, remdesivir, and nirmatrelvir have been shown to inhibit SARS-CoV-2 replication and are approved for treating SARS-CoV-2 infections. Nirmatrelvir inhibits the viral main protease (Mpro), a key enzyme for processing polyproteins in viral replication. In contrast, molnupiravir, favipiravir, and remdesivir are prodrugs that target RNA-dependent RNA polymerase (RdRp), which is crucial for genome replication and subgenomic RNA production. However, undergoing extensive metabolism profoundly impacts their therapeutic effects. Carboxylesterases (CES) are a family of enzymes that play an essential role in the metabolism of many drugs, especially prodrugs that require activation through hydrolysis. Molnupiravir is activated by carboxylesterase-2 (CES2), while remdesivir is hydrolytically activated by CES1 but inhibits CES2. Nirmatrelvir and remdesivir are oxidized by the same cytochrome P450 (CYP) enzyme. Additionally, various transporters are involved in the uptake or efflux of these drugs and/or their metabolites. It is well established that drug-metabolizing enzymes and transporters are differentially expressed depending on the cell type, and these genes exhibit significant polymorphisms. In this review, we examine how CES-related cellular and genetic factors influence the therapeutic activities of these widely used COVID-19 medications. This article highlights implications for improving product design, targeted inhibition, and personalized medicine by exploring genetic variations and their impact on drug metabolism and efficacy.
1. Introduction
The COVID-19 pandemic, caused by the SARS-CoV-2 virus, has profoundly affected healthcare systems and communications worldwide. Since 2019, the illness has been widespread, causing severe respiratory complications and significant mortality across continents [1]. The unprecedented health emergency has triggered an exponential increase in research, aiming to understand and mitigate the virus’s impact. The advent of vaccines targeting the SARS-CoV-2 spike (S) protein was a major milestone in combating COVID-19. However, the rapid mutation rate of the S protein has necessitated ongoing updates to vaccine formulations, potentially on a seasonal basis, akin to influenza vaccines.
The binding of SARS-CoV-2 to the angiotensin-converting enzyme 2 (ACE2) receptor is a critical step in viral entry into the cells [2]. In Figure 1, the virus S1 subunit is binding with the host ACE2 receptor directly at the receptor-biding domain (RBD) B with the presence of the transmembrane protease, serine 2 (TMPRSS2), expressed on the surface of the respiratory epithelial cells. TMPRSS2 facilitates the activation of the S protein of SARS-CoV-2 infection, allowing the virus to fuse with the cell membrane and initiate infection [2,3]. Mutations in RBD B can enhance binding affinity and increase infectivity; thus, variants like alpha, beta, delta, and omicron have notable RBD mutations affecting transmissibility and immune escape [2,4]. In addition, the polybasic furin cleavage site (FCS) located between S1 and S2 subunits increases SARS-CoV-2 transmissibility [5,6,7]. Some studies suggest that the presence of O-linked glycans, sugar molecules attached to the S protein via oxygen-linked glycosylation, may play a role in immune evasion and host interactions [8,9]. This reflects the challenge of establishing long-lasting immunization strategies against the evolving virus. In parallel, antiviral treatments such as remdesivir, molnupiravir, and nirmatrevir have played an essential role as therapeutic interventions in managing the infectious disease by targeting viral replication. Remdesivir, molnupiravir, and nirmatrelvir have been authorized for use by the FDA and offer a treatment option that does not rely on specific viral strains. In this review, we examine how enzymatic, cellular, and genetic factors influence the therapeutic activities of remdesivir, molnupiravir, and nirmatrelvir against COVID-19.
Figure 1.
SARS-CoV-2 enters the target cell, particularly pneumocytes, through direct interaction between the cell surface ACE2 receptor and RBD B of the virus subunit S1, while the subunit S2 facilitates fusion between the host and the viral cell membranes. Followed by viral endocytosis, viral genomic mRNA is released into the host cell cytoplasm. Two-thirds of the mRNA, mainly at the 5′ end, encoded open reading frames (ORF1a and ORF1b), which are translated into two polypeptides, pp1a and pp1ab, and the remaining one-third of the mRNA, mainly at the 3′ end, serves as a template for transcription and replication. Nirmatrelvir and ensitrelvir form a complex with Mpro, stopping pp1a and pp1ab from being processed into functional non-structural proteins (nsps) 4–16 for viral replication. Remdesivir blocks RdRp (nsp12) by mimicking adenosine (A) nucleoside incorporated into the RNA strand, preventing the virus from replication. Through RdRp, molnupiravir mimicking cytidine (C) or uridine (U) nucleosides introduces multiple mutations during replication, causing lethal mutagenesis, and effectively stopping the downstream action. Through RdRp, favipiravir mimicking guanine (G) gets incorporated into RNA strands, inducing mutations, thus causing lethal mutagenesis.
2. Background
2.1. Antiviral Drugs for the Treatment of COVID-19
Table 1 lists antiviral drugs, including products that are required to be metabolized into their active forms. Most antiviral drugs are prodrugs since their parent drugs may not be as well absorbed, distributed, and activated at the site of infection. Another reason that prodrugs are used is that some active drugs degrade too quickly before reaching their target site of action. Moreover, some drugs are formulated to be selectively activated only within specific infected or targeted cells. Targeted activation by enzymes that are overexpressed in diseased or cancerous cells enables site-specific drug release, thus, reducing side effects [10]. Remdesivir was the first antiviral approved for COVID-19, exhibiting efficacy against SARS-CoV-2 by inhibiting the viral RNA-dependent RNA polymerase (RdRp). After being administered intravenously, remdesivir gets converted into an active nucleotide analog. Remdesivir incorporates into viral RNA chains, resulting in premature termination of viral replication [10,11,12]. Molnupiravir indirectly targets RdRp of SARS-CoV-2 by introducing a mutation into the viral genome through its active form NHC (β-D-N4-hydroxycytidine)-triphosphate, leading to lethal mutagenesis [13,14,15]. Favipiravir is a prodrug of guanosine (G) analog that inhibits RdRp and induces viral mutations, causing mutagenesis. However, favipiravir is not FDA-approved due to concerns about its inconsistent results against COVID-19 in clinical trials [14,15,16,17]. Molnupiravir, favipiravir, and remdesivir are prodrugs targeting RdRp; these nucleoside analogs typically exhibit poor cellular permeability. Phosphoramidate prodrug forms can significantly enhance their cellular uptake and metabolic activation. However, remdesivir resistance has been linked to mutations in the RdRp gene, such as E802D, which impede the drug incorporation into viral RNA [18]. Although molnupiravir has been reported to have a high barrier to drug resistance [19], mutations in RdRp, particularly within the nsp12 region, have been identified and may affect molnupiravir binding [20].
Nirmatrelvir, an active antiviral compound that inhibits proteases, on the other hand, bypasses the need for metabolic activation. Nirmatrelvir is often co-administered with ritonavir, a pharmacokinetic enhancer that can inhibit cytochrome P450 (CYP) metabolism, thereby increasing nirmatrelvir’s plasma concentration to block the viral main protease [Mpro, also known as 3-chymotrypsin-like proteases (3CLpro)]. By inhibiting Mpro, nirmatrelvir prevents the cleavage of polyproteins necessary for viral replication [21]. Recent results from the Phase 3 SCORPIO-PEP trial highlighted a breakthrough in COVID-19 treatment and prevention: Ensitrevil, a Mpro inhibitor, became the first and only oral antiviral to demonstrate significant efficacy as post-exposure prophylaxis against SARS-CoV-2 [22]. Figure 1 shows the mechanisms of remdesivir, molnupiravir, and nirmatrevil targeting the SARS-CoV-2 virus. An active drug, like nirmatrelvir, directly works against the virus or modulates the immune system without requiring metabolic activation. Resistance-conferring mutations, such as P132H and M49L occurred in the SARS-CoV-2 Mpro nsp5 domain, have been observed in vitro and in some circulating strains [23,24]. Nevertheless, nirmatrelvir may be more beneficial for COVID-19 patients who have metabolic issues such as liver failure.
While developing antiviral drugs represents a significant scientific breakthrough for treating COVID-19, emerging research suggests their effectiveness may be variable, especially for prodrugs. For instance, in studies conducted on SARS-CoV-2 infected Vero E6 cells, the EC50 values of remdesivir were reported at different values of 0.77 μM by Wang et al. [25,26,27], 1.65 µM by Pruijssers et al. [25,26] and ranging from 0.66 to 5.63 [28]. Experiments on cell lines have revealed that the same treatment produces varying quantities of active products. These observations highlight the need for a deeper understanding of the mechanisms governing drug action both within cells and systemically.
Table 1.
List of antiviral drugs for the treatment of COVID-19.
Table 1.
List of antiviral drugs for the treatment of COVID-19.
| Drug Name | Administration Route | Prodrug Activation | Mechanism of Action | Note |
|---|---|---|---|---|
| Remdesivir (Veklury®) | Intravenously infusion | remdesivir triphosphate (RTP) | RdRp inhibitor | |
| Nirmatrelvir/Ritonavir (Paxlovid™) 1 | Oral | Nirmatrelvir is not a prodrug | Protease inhibitor | Emergency Use Authorization (EUA) in Dec. 2021, later with full approval |
| Molnupiravir (LAGEVRIO™) | Oral | NHC triphosphate | RdRp inhibitor | EUA 2 |
| Favifpiravir | Oral | favipiravir ribofuranosyl-5′-triphostphate | RdRp inhibitor | |
| Ensitrelvir | Oral | Ensitrelvir is not a prodrug | Protease inhibitor |
1 In Paxlovid™, ritonavir is used not for its antiviral activity, but to increase the concentration of nirmatrelvir by inhibiting CYP3A4, thus, prolonging nirmatrelvir’s half-life [29]. 2 LAGEVRIO™ (molnupiravir) is prescribed only if Paxlovid™ and remdesivir are not options for mild to moderate COVID-19 in patients at risk, under FDA EUA.
2.2. Enzymes Involved in Antiviral Drug Activation and Metabolism: Carboxylesterases
Carboxylesterases (CES) belong to an esterase enzyme family that hydrolyzes esters, amides, thioesters, and carbamates into their corresponding alcohol and carboxylic acid. CES is widely distributed throughout the body [30]. Among the CES family, CES1 and CES2 are primarily involved in the activation and metabolism of prodrugs by hydrolyzing ester bonds in prodrugs, converting them into their active metabolites, which can exert therapeutic effects [30,31]. For example, remdesivir is metabolized in the liver by CES1, converting it to remdesivir active metabolites, which are then phosphorylated into RTP inside the cells, inhibiting viral replication [10,32,33]. In contrast, molnupiravir is hydrolytically activated by CES2 [34]. Interestingly, our previous study demonstrated that remdesivir at nanomolar concentrations could inhibit CES2 through covalent modifications, while no inhibition was detected on CES1, indicating the high specificity of the inhibition [35].
Additionally, given the fact that interspecies variability in carboxylesterase activity can significantly impact prodrug activation, and some animal studies can provide valuable translational insights [36,37], this review focuses on COVID-19 treatment in human subjects to ensure relevance to human pharmacokinetics and metabolism. Moreover, a respiratory syncytial virus inhibitor (e.g., ST-2) exhibited greater metabolic stability in human blood compared to mouse and rat blood due to lower carboxylesterase activity in humans, which enhances hydrolysis resistance, thus, highlighting improved pharmacological response in humans, especially in viral infections in the lung [36].
Systemic inflammation and cytokine storms during viral infections can cause hepatic drug-metabolizing enzyme suppression [38]. Thus, we believe that CES is downregulated and CES function could be transiently reduced during SARS-CoV-2 infection. Although direct evidence for CES downregulation in the context of COVID-19 is limited, the link between the viral infection and CES dysregulation can be supported by transcriptomic analyses of liver biopsies from COVID-19 patients [39] and proteomic studies with evidence of dysregulated hepatic protein networks in COVID-19 [40,41].
3. Carboxylesterase 1 (CES1)
3.1. CES1 Expression and Substrate Specificity
Although CES1 and CES2 are two dominant enzymes involved in drug metabolism, they exhibit distinct distributions and substrate types [25,26,27,28,29,30]. CES1 is mainly expressed in the liver and gall bladder, as well as in the lungs and subsets of cells in the gastrointestinal (GI) tract. CES1 (65.52 kDa) is the most abundant enzyme in the liver and plays an important role in the metabolism of esters, thioesters, and amides. CES1 is encoded by the CES1 gene, located on chromosome 16q12.2.
3.2. CES1 Pharmacogenetic Variability
Several CES1 variants have been shown to influence the efficacy of medications and clinical outcomes, highlighting the importance of individual genetic variation in drug metabolism (Table 2). The G143E CES1 variant has been observed in various clinical populations, with a frequency ranging from 2.5% to 5.8% depending on the cohort [42,43,44,45,46,47,48]. The G143E variant can affect the functionality of CES1, thus, affecting the efficacy and safety of drugs that rely on CES1 for activation/inactivation, including remdesivir. Interethnic variability in CES1 polymorphisms has significant implications in the context of a global pandemic like COVID-19 [42]. Population-based frequency data of G143E and rs2244613 is shown in Table 2. The prevalence of rs2244613 [47,49,50,51,52], as well as other genetic polymorphisms of the CES1 gene (Table 2), suggests pharmacogenomic factors related to dosing and drug responses could be significant for drugs like remdesivir. It is important to note that CES1 exhibits various genetic variability, and the variants that have been found to significantly impact CES1 enzyme function have been well-documented. Identifying the variants and their prevalence can help with dosing adjustments and tailoring drug therapy based on pharmacogenomic data, as well as providing valuable insights into the genetic variability of response to treatment within a certain population. When a drug is administered as a prodrug to the body, it is converted to its active form by CES and simultaneously transported and metabolized by P-glycoprotein (P-gp) and CYP enzymes in the liver and intestines. Therefore, CES, P-gp, and CYP genetic variants and their connections can potentially affect the metabolism and the plasma level of remdesivir. Meanwhile, CYP genetic variations can affect the metabolism of nirmatrevir and remdesivir, as both drugs undergo oxidation by CYP [53]. In clinical settings, the choice between remdesivir and Paxlovid™ should depend a lot on drug metabolism, whether the patient with COVID-19 infection has CES or CYP genetic variations, and how much CYP involvement determines how well the patient responds to the treatment.
Table 2.
List of genetic polymorphisms of CES1 affecting the metabolism of COVID-19 drug.
4. Carboxylesterase 2 (CES2)
4.1. CES2 Expression and Substrate Specificity
For patients with CYP genetic variations, remdesivir is generally a safer choice since its activation depends on CES rather than CYP, but for patients who receive remdesivir as a COVID-19 treatment, there is a risk of drug-drug interactions with other medications metabolized by CES2 since remdesivir has been shown to inhibit CES2 [35]. Due to its high potency and irreversible inhibition, caution is advised when using remdesivir alongside medications that are hydrolyzed by CES2 such as molnupiravir [34], gemcitabine prodrugs [59], irinotecan [59,60], clopidogrel [59,61], vicagrel [61], orlistat [62], and even lipid-based drug/drug delivery systems since CES2 is known for being responsible for lipid metabolism in the intestines. CES2, which is found in the liver and intestines, hydrolyzes esters that contain a large alcohol group and a small acyl group, while CES1 hydrolyzes esters that contain a small alcohol group and a large acyl group. The crystal structure of mouse CES2 was reported to have structural parallels with human CES1 in substrate regulation and release [37].
4.2. CES2 Pharmacogenetic Variability
Like CES1, CES2 also plays a key role in hydrolyzing drugs, which can affect how certain drugs are activated or deactivated in the body, thus, genetic variations in CES2 can affect how quickly a drug is metabolized, how much active drug is available in the system, and the duration of its effect (Table 3). Interestingly, CES2 is more polymorphic across Asian populations, as exemplified by studies in Japanese individuals [42,63,64]; however, further research is needed to definitively confirm a strong association between rs2241409 and reduced CES2 activity, specifically in Asian populations. In general, CES1 is considered more well-studied than CES2; therefore, the clinical relevance of CES1 and the impact of CES1 variants on prodrug activation, especially G143E, has been well demonstrated. Several assertions regarding CES variants are based on isolated in vitro studies. This review compiles available data on CES variants affecting prodrug activation and takes into consideration findings from various studies, including in vitro studies. Some are isolated in vitro studies without further evidence for consistency or reproducibility across diverse experimental models. While we aim to be comprehensive, it is important to differentiate high-confidence and preliminary evidence for accurately interpreting the implications.
Table 3.
List of genetic polymorphisms of CES2 affecting the metabolism of COVID-19 drug.
6. Implications and Conclusions
While it is well established that COVID-19 can broadly suppress xenobiotic metabolism pathways, the impact of SARS-CoV-2 infection on CES1 and CES2 activity remains underexplored, and experimental validation in hepatocytes or in vivo models needs to be performed. This review highlights the clinical significance of CES1 and CES2 genetic polymorphisms, particularly concerning remdesivir and monupiravir. Given the role of kinases in the phosphorylation of the activation of remdesivir and possibly monupiravir, systematic profiling of kinase expression and activity across cell types could help refine predictions of antiviral efficacy. Yet, there is a lack of clinical trials for prodrugs requiring multi-step activation pathways, where hydrolysis is followed by phosphorylation. CES gene variants affect drug activation, thus, raising concerns about altered drug activation, distribution, and elimination, necessitating further consideration of their influence on transmembrane transport. While CES1 polymorphisms such as G143E can impair hydrolytic activation, additional genetic mechanisms of CES induced during SARS-CoV-2 infection may further compromise drug activation. Future studies should further explore and include the regulatory mechanisms affecting CES expression during SARS-CoV-2 infection, including transcriptional control by factors such as activating transcription factors (ATF). For example, ATF3 can increase hepatic CES1 and CES2 protein levels.
Cellular metabolizing enzymes and transporters significantly impact the fate of common antiviral medications used for SARS-CoV-2 infection. In conclusion, remdesivir and molnupiravir show a complex relationship between ACE2/TMPRSS2 expression at the entry sites and the intracellular availability of CES (activation), ENT (uptake), and CYP enzymes (metabolism or inactivation), suggesting that host genetic and cellular expression profiles may influence antiviral efficacy and toxicity. The connection may extend to nirmatrevir, where the coordinated activity of the enzymes also determines therapeutic outcomes. We provide a summary table for clinicians that bridges CES with drug-specific activation pathways and interactions in COVID-19 treatment, especially for complex treatment regimens (Table S1).
CES genotyping has been explored in other therapeutic areas (Table 2 and Table 3), where functional polymorphisms have been associated with altered drug response. We suggest developing CES-based diagnostics, including genotyping as a foundational tool or clinical guidelines supporting CES1/2 genotyping for antiviral therapy. The efficacy of antiviral drugs against SARS-CoV-2 is challenged not only by host-related metabolic variability (e.g., CES polymorphisms) but also by viral resistance, which is critical for long-term treatment strategies. The interplay of viral mutations and host enzymatic activation presents a significant challenge related to inefficient CES activation and patient-specific CES profiles, especially under COVID-19 conditions.
Targeted delivery strategies, particularly those focusing on CES2-rich intestinal tissues, offer an opportunity to maximize the bioavailability and optimize the activation and metabolism of prodrugs like molnupiravir or novel remdesivir analogs with desired dosage forms and routes of administration, less frequent dosing, and reduced toxicity. Furthermore, the development of precision antiviral therapies that correspond with patient genotypes and tissue-specific expression patterns can also be made possible by shifting the focus toward cell-type-specific drug activation by integrating local enzyme expression and regulation. This strongly supports the potential of personalized medicine in antiviral therapy.
Supplementary Materials
The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/pharmaceutics17070832/s1, Table S1: CES-mediated activation of antiviral drugs and potential drug-drug interactions.
Author Contributions
Conceptualization, B.Y. and Y.S.; methodology, B.Y., Y.S., and W.E.; software, W.E. and L.D.; validation, L.D., W.E., and B.Y.; formal analysis, Y.S. and W.E.; investigation, Y.S., W.E., and L.D.; resources, B.Y.; data curation, Y.S., W.E., and L.D.; writing—original draft preparation, Y.S., B.Y., W.E., and L.D.; writing—review and editing, L.D. and B.Y.; visualization, L.D.; supervision, B.Y.; project administration, B.Y.; funding acquisition, B.Y. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by the National Institutes of Health (Grants: R01 AI172959).
Data Availability Statement
The authors confirm that the data supporting this study are within the article.
Acknowledgments
Figure 1 was created in BioRender. Linh, D (2025) https://app.biorender.com/illustrations/67ed778d415074e26f2593dd?slideId=a9aa00ef-fcc4-4b68-8ac4-3d933719b582 (accessed on 30 March 2025). Figure 2 is based on Figure “Proposed remdesivir metabolic pathway and chemical structures ofmetabolites” by Ananya Mandal (Remdesivir metabolite GS-441524 inhibits SARS CoV-2 in mouse model, finds study. Available online at https://www.news-medical.net/news/20201102/Remdesivir-metabolite-GS-441524-inhibits-SARS-CoV-2-in-mouse-model-finds-study.aspx, accessed on 1 April 2025).
Conflicts of Interest
The authors declare no conflict of interest.
Abbreviations
The following abbreviations are used in this manuscript:
| SARS-CoV-2 | severe acute respiratory syndrome coronavirus 2 |
| ACE2 | angiotensin-converting enzyme 2 |
| Mpro | main protease |
| 3CLpro | 3-chymotrypsin-like proteases |
| RdRp | RNA-dependent RNA polymerase |
| CES | carboxylesterases |
| CYP | cytochrome P450 |
| S | spike |
| RBD | receptor-biding domain |
| TMPRSS2 | transmembrane protease, serine 2 |
| FCS | furin cleavage site |
| GI | gastrointestinal |
| NHC | β-D-N4-hydroxycytidine |
| RTP | remdesivir triphosphate |
| EUA | Emergency Use Authorization |
| ORF | open reading frames |
| nsps | non-structure proteins |
| P-gp | P-glycoprotein |
| SNP | single nucleotide polymorphism |
| TAF | tenofovir alafenamide |
| TFV | tenofovir |
| PBMC | peripheral blood mononuclear cells |
| SLC | solute carrier |
| OATP | organic anion transporting polypeptide |
| ENT | equilibrative nucleoside transporter |
| MDCK | Madin-Darby canine kidney |
| CNT | concentrative nucleoside transporter |
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